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Under the requirement of the high-quality development of the Chinese economy, how promoting the transformation of industrial structure toward a cleaner path has become an urgent task. Most studies have examined the role of technological advancement in industrial transformation, but few have considered the impact of carbon-saving technological advancement. To address this gap, this paper utilizes provincial-level data from China covering the period 2004 to 2021 and employs a stochastic frontier model to calculate a carbon-saving technological progress index. Based on this, the spatial Dubin model was employed to investigate its effects on the cleanliness of industrial structures. The findings reveal that: (1) Carbon-saving technological advancements significantly promote the cleanliness of industrial structure in China through pathways of energy efficiency and consumption upgrading, with positive spatial spillover effects. (2) As the level of the cleanliness in industrial structure improves, the impact of carbon-saving technological advancements follows a "U"-shaped trajectory, initially declining before rising. Additionally, the influence of heterogeneous environmental regulation levels is determined to be complex. (3) The impact of carbon-saving technological advancement is most pronounced in the northeast region, followed by the central and eastern regions, with the western region exhibiting the weakest effect. These findings provide crucial policy implications for advancing technological innovation and sustainable development under China's "new normal" economic context.
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JOURNAL OF CLEANER PRODUCTION
ISSN: 0959-6526
Year: 2025
Volume: 489
9 . 8 0 0
JCR@2023
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ESI Highly Cited Papers on the List: 0 Unfold All
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30 Days PV: 0
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